AGROINTELLI is a Danish field robotics company with a heritage of renowned precision farming technologies. They have designed, built, and is distributing the autonomous ROBOTTI platform on a global scale. ROBOTTI LRs light weight, 3000 kg, has been balanced for optimal driving performance and minimal soil compaction. In addition, the Kubota engine, 54 kW, can consume HVO bio-fuel under OEM warranty, reducing CO2 emissions by 70-90% depending on the HVO fuel used. ROBOTTI LR is designed for long working hours, with low power consumption, and up to 60 hours before refueling. Field operations are planned and monitored via the ROBOTTI website. AgroIntelli offers Virtual Field Walk and weed mapping (count and coverage) for Robotti. The camera services uses the CropEye cameras onboard Robotti. The cameras face downwards, perpendicular to the ground, acquiring images and uploading them to the cloud for storage. The farmer is able to view the images and take a ‘walk’ through their fields. It is possible to share the Virtual Field Walk with the farmer’s advisor to learn more about the status of the crop, disease, weed species, etc. Using this same infrastructure, images can be analyzed with AgroIntelli's Crop & Weed DL model, finding selected weed and crops species. The images are mapped based on the weed or crop count or coverage. The maps can help the farmer make better decisions - e.g. if one field has a significant higher weed coverage, then the field should be weeded.